| { |
| "label_map": { |
| "Positif": 0, |
| "Netral": 1, |
| "Negatif": 2 |
| }, |
| "split": { |
| "train_rows": 21598, |
| "eval_rows": 5400, |
| "eval_source": "public_stratified_20_percent", |
| "test_size": 0.2, |
| "random_state": 42, |
| "stratify": "label" |
| }, |
| "svm": { |
| "Negatif": { |
| "precision": 0.8167358229598893, |
| "recall": 0.77088772845953, |
| "f1-score": 0.7931497649429147, |
| "support": 1532.0 |
| }, |
| "Netral": { |
| "precision": 0.7832957110609481, |
| "recall": 0.7711111111111111, |
| "f1-score": 0.7771556550951848, |
| "support": 1350.0 |
| }, |
| "Positif": { |
| "precision": 0.8483809523809523, |
| "recall": 0.8844320889594917, |
| "f1-score": 0.8660314991250243, |
| "support": 2518.0 |
| }, |
| "accuracy": 0.8238888888888889, |
| "macro avg": { |
| "precision": 0.8161374954672632, |
| "recall": 0.8088103095100442, |
| "f1-score": 0.8121123063877079, |
| "support": 5400.0 |
| }, |
| "weighted avg": { |
| "precision": 0.8231318016300128, |
| "recall": 0.8238888888888889, |
| "f1-score": 0.8231357201977512, |
| "support": 5400.0 |
| } |
| }, |
| "random_forest": { |
| "Negatif": { |
| "precision": 0.7656695156695157, |
| "recall": 0.7016971279373369, |
| "f1-score": 0.7322888283378747, |
| "support": 1532.0 |
| }, |
| "Netral": { |
| "precision": 0.7568412822517592, |
| "recall": 0.717037037037037, |
| "f1-score": 0.7364016736401674, |
| "support": 1350.0 |
| }, |
| "Positif": { |
| "precision": 0.8145012881854987, |
| "recall": 0.8788721207307387, |
| "f1-score": 0.8454632282712512, |
| "support": 2518.0 |
| }, |
| "accuracy": 0.7881481481481482, |
| "macro avg": { |
| "precision": 0.7790040287022579, |
| "recall": 0.7658687619017042, |
| "f1-score": 0.7713845767497644, |
| "support": 5400.0 |
| }, |
| "weighted avg": { |
| "precision": 0.7862325319808626, |
| "recall": 0.7881481481481482, |
| "f1-score": 0.7860898431879371, |
| "support": 5400.0 |
| } |
| } |
| } |
